0.12.0
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API Documentation
ΒΆ
Python
getml.data
Functions
concat
delete
exists
load_data_frame
list_data_frames
Classes
DataFrame
Placeholder
Submodules
columns
Classes
Aggregation
FloatColumn
StringColumn
VirtualBooleanColumn
VirtualFloatColumn
VirtualStringColumn
roles
Variables
categorical
join_key
numerical
target
time_stamp
unused_float
unused_string
time
Functions
seconds
minutes
hours
days
weeks
milliseconds
microseconds
getml.database
Functions
connect_greenplum
connect_mariadb
connect_mysql
connect_odbc
connect_postgres
connect_sqlite3
copy_table
drop_table
execute
get
get_colnames
list_connections
list_tables
read_csv
read_s3
sniff_csv
sniff_s3
Classes
Connection
getml.dataset
Functions
load_air_pollution
load_atherosclerosis
load_biodegradability
load_consumer_expenditures
load_interstate94
load_loans
load_occupancy
make_categorical
make_discrete
make_numerical
make_same_units_categorical
make_same_units_numerical
make_snowflake
getml.engine
Functions
delete_project
list_projects
is_alive
set_project
set_s3_access_key_id
set_s3_secret_access_key
shutdown
getml.feature_learning
Classes
MultirelModel
MultirelTimeSeries
RelboostModel
RelboostTimeSeries
getml.hyperopt
Functions
list_hyperopts
load_hyperopt
tune_feature_learners
tune_predictors
Classes
GaussianHyperparameterSearch
LatinHypercubeSearch
RandomSearch
Submodules
burn_in
Variables
latin_hypercube
random
kernels
Variables
exp
gauss
matern32
matern52
optimization
Variables
bfgs
nelder_mead
getml.pipeline
Functions
delete
exists
list_pipelines
load
Classes
Columns
Features
Metrics
Pipeline
SQLCode
Submodules
scores
Variables
accuracy
auc
cross_entropy
mae
rmse
rsquared
getml.preprocessors
Classes
EmailDomain
Imputation
Seasonal
Substring
getml.predictors
Classes
LinearRegression
LogisticRegression
XGBoostClassifier
XGBoostRegressor
Command Line Interface